
Reference Images:
A portrait of an inventor wearing brass goggles and a leather flight cap. They are holding a complex clockwork device. The background is a workshop filled with steam pipes and gears. The lighting is warm and sepia-toned.

Use the woman's exact face without altering it. Black-and-white surreal editorial portrait: clean profile. Hand at chin in an elegant gesture. She wears a black textured voluminous top with a fur/feather effect, her hair is loose, and round earrings catch the light. Subtle horizontal motion blur runs across the top of the frame. Soft, diffused, high-contrast light: the face is sharp, the rest of the frame is cast into shadow. The background is minimalist, white with gray transitions. Close-up angle, shallow depth of field, glossy fashion style, slight grain. Negative: anatomy distortions, extra hands, incorrect lighting, lack of motion blur, cartoonish look, low contrast, overexposure, artifacts.

{ "image_generation_specification": { "meta": { "type": "photorealistic_lifestyle_fashion_collage" }, "subject": { "identity": { "Woman": "Use from the reference image", "likeness_era": "Modern lifestyle editorial" }, "physical_appearance": { "hair": { "color": "Dark brown", "style": "Long, loose, center-parted", "texture": "Straight to softly wavy, lightly wind-swept" }, "expression": { "mood": "Joyful, playful, carefree", "details": "Soft smile, joyful laughter, confident relaxed expressions" }, "pose": { "position": "Standing and moving naturally across multiple frames", "orientation": "Front-facing, rear three-quarter view, mid-movement, and close medium portrait poses" } }, "attire_and_accessories": { "clothing": { "item": "Maxi dress", "color": "Soft pink", "style_details": [ "Small red and green floral print", "Short puff sleeves", "Fitted bodice", "Flowing skirt silhouette" ], "fabric_texture": "Lightweight, airy, flowing fabric" }, "jewelry": { "item": "Earrings", "metal": "Minimal neutral metal", "style": "Simple, understated design" }, "additional_accessories": [ "Light brown ankle boots", "Sunglasses worn in one frame" ] } }, "environment": { "immediate_setting": { "location_type": "Outdoor garden and landscaped estate grounds", "era_vibe": "Romantic countryside resort atmosphere", "interior_details": { "elements": [ "Mediterranean-style architecture with arches and columns", "Flower beds", "Green lawn", "Trees surrounding the grounds" ] } }, "view_through_window": { "description": "Open outdoor scenery surrounding the subject", "elements": [ "Distant mountains", "Clear blue sky", "Lush greenery" ] } }, "photographic_execution": { "style": "High-end lifestyle fashion editorial photography", "quality": "High-resolution imagery with crisp subject detail", "lighting": { "source": "Natural sunlight", "quality": "Bright midday light with soft yet defined shadows, cheerful and vibrant" }, "composition": { "framing": "Vertical four-image grid collage combining full-body and medium shots", "depth_of_field": "Moderate depth of field with clear background and gentle separation from the subject" } } } }

Photorealistic edit using the input person photo as strict identity reference: keep the same face, facial features, facial proportions, skin tone, hairstyle (color/bangs/length/volume), outfit (design/material/layers), and accessories unchanged (no face swap, no new person, no hair/outfit/accessory change). Only transfer the target pose/gesture: seated on a chair/sofa, pelvis anchored on the seat, torso slightly reclined backward ~15–25°; shoulders mostly facing camera with a slight right-shoulder lift. Legs: confident leg-cross (one leg crossed over the other at the knees), the top leg is the foreground leg closest to the lens; foreground thigh/knee strongly foreshortened and oversized, thigh angled upward toward camera ~30–45°, knee raised high; lower leg drops toward the bottom of frame; feet not visible. The supporting leg stays lower and farther from the lens, knee angled outward ~20–35°, partially occluded by the top thigh. Right arm: elbow bent ~90° and lifted; forearm near-vertical beside the face; right hand near right cheek/temple with palm facing inward (toward the face), back of hand facing camera; fingers in a relaxed curl with index finger slightly extended; light fingertip/knuckle contact on cheekbone/temple with subtle contact shadow (no floating). Left arm relaxed downward; left hand rests on the top thigh near mid-thigh, palm-down with fingers straight/slightly splayed, visible contact shadow and slight pressure indentation. Occlusion must match: foreground thigh occludes pelvis and most of the far leg; right hand partially occludes jawline/cheek edge ~10–20%. Camera/framing locked: low-angle from below knee height looking upward ~10–20° (NOT front-high, NOT overhead-vertical), wide-angle look 18–24mm, close distance; exaggerated perspective with legs/thighs much larger than head; 2/3 body framing, crop at mid-shin/below knees, no feet visible; size ratio guide: foreground thigh occupies ~45–55% frame width, head ~18–25% frame height. Expression add-on (keep identity): chin slightly raised, half-lidded eyes, subtle smirk, arrogant queen-like gaze down toward camera. Clean realistic skin texture, no glam retouch; solid seamless backdrop, flat and textureless,pure light powder blue (approx #B0E0E6).; no new props.Negative Prompt: identity drift, face swap, different person, altered facial proportions, altered facial features, altered skin tone, altered hairstyle, altered hair color, altered bangs, altered outfit, altered accessories, new jewelry, heavy makeup, beauty retouching, plastic skin, waxy skin, wrong pose, uncrossed legs, wrong leg-cross direction, knees not crossed, wrong hip flexion, wrong knee angles, wrong limb direction, wrong body plane, wrong torso recline, wrong torso rotation, wrong weight placement, impossible anatomy, dislocated shoulder, broken elbow, broken wrist, twisted wrist, incorrect hand gesture, wrong palm orientation, floating hands, missing contact shadow, wrong contact point, extra fingers, missing fingers, fused fingers, deformed hands, incorrect occlusion, wrong crop, feet visible, cut-off hands, bad perspective, inconsistent foreshortening, overhead-vertical camera, front-high camera, low-res, text, watermark, logo, background clutter, extra props, added objects

[INPUT IMAGE: USER_PHOTO] Use the person in the input image as the ONLY subject. Preserve their identity and facial features clearly. Create a hyper-realistic high-fashion editorial photo inside a surreal 3D geometric “color box” room (a hollow cube / tilted cube set). Each render MUST randomly choose: 1) a bold single-color box (monochrome environment, vivid and saturated), 2) a dynamic “cool” fashion pose (gravity-defying or extreme stretch / leap / sideways bracing against the walls), 3) a dramatic camera angle (wide-angle 24–35mm equivalent, tilted horizon, strong perspective). The subject appears full-body and sharp, wearing an avant-garde fashion styling that feels modern and editorial (clean silhouette, stylish layering, premium fabric texture). Keep clothing tasteful and fashion-forward. The subject’s pose should feel athletic, stylish, and unusual—like a magazine campaign shot. Lighting: studio quality, crisp and cinematic; strong key light with controlled soft shadows, subtle rim light; realistic reflections and bounce light from the colored walls. Ultra-detailed skin texture, natural pores, realistic fabric weave, clean edges, high dynamic range. Composition: subject centered with plenty of negative space and strong geometric lines; the box perspective frames the subject. Color: the box color is a SINGLE bold color and MUST be different each run (random vivid hue). The subject’s outfit contrasts well with the box color. Output: hyper-real, photorealistic, 8k detail, editorial campaign quality, sharp focus on subject, no motion blur, no distortion of face, natural proportions.

I. Subject and mood objectives 1. Subject: young woman, medium-shot portrait; upper body dominates the frame, looking directly into the camera 2. Mood: sweet yet cool and playful, not childish; with a touch of confidence and spirited elegance 3. Expression and action: left eye winking, right eye open and expressive; subtle smile with slightly upturned lips 4. Gaze relationship: eyes sharply focused on the camera, creating strong interaction II. Composition and camera language 1. Shot size: medium shot, framing from the top of the head to the upper chest; face and hands visible in the same frame 2. Composition: centered composition, face centered slightly higher than mid-frame; arms positioned below to form support and enclosure 3. Camera angle: eye-level with a very slight top-down angle 4. Focal length: medium-to-long focal length for a half-body portrait look, with compressed background 5. Depth of field: * Focus point: eyes as the sharpest focus * Sharp zone: from both eyes to the tip of the nose * Softened zone: noticeable softening from the mouth to the ears and back hair * Hands: slightly softer than the face; knit texture visible but not crisp * Transition: smooth and gradual transition from sharp to blur, no hard cutoff * Quantified target: overall depth of field approximately 1–3 cm, enhancing layering without overdoing it 6. Aspect ratio (must be followed): vertical orientation; clear background space on both left and right sides; all limbs must remain within the frame III. Lighting and background 1. Light source: softbox-style diffused soft light; key light from the front and slightly above, with very light shadows 2. Fill light: gentle frontal fill to reduce nose and nasolabial shadows; overall high brightness 3. Contrast: low contrast with smooth tonal transitions; skin highlights delicate and not overexposed 4. Background: clean, light-colored background (slightly warm white), no visible texture or props 5. Color temperature: warm white light, overall creamy warm tone IV. Facial features and makeup details 1. Skin: clear and translucent with fine texture preserved; natural highlights on the bridge of the nose and cheekbones 2. Features: small freckles scattered across the cheeks and nose 3. Blush: large-area diffused blush from the apples of the cheeks to under the eyes; warm pink-apricot tone 4. Eye makeup: clean and transparent; long, lifted eyelashes; lower lashes clearly visible 5. Eyes: sharp and clear with clean sclera; overall natural and translucent appearance 6. Lip makeup: glossy, jelly-like lip glaze with highlights; color between warm rose-bean and peach-red, with soft edges V. Hairstyle and hair accessories (key replication) 1. Hairstyle: high-position, voluminous, slightly messy bun or updo, with flyaways and outward-flipped strands at the crown 2. Bangs: light, wispy bangs with a natural part; a few strands resting on the forehead and softly floating 3. Sides: loose strands falling on both sides to create a casual, airy feel 4. Hair accessories: multiple light-colored hair clips and small ornaments (flowers, bows, cream-toned mini clips) 5. Hair color: deep brown with a subtle warm sheen VI. Clothing and hand styling (key replication) 1. Top: dark sleeveless dress or tank-style top, with brown plaid details or straps 2. Gloves: beige-apricot knitted fingerless long hand warmers; thick texture with clearly visible knit pattern 3. Accessories: brown plaid bow decorations on the hand warmers; thin gold bracelet on the wrist 4. Hand gestures: playful, cute, and spontaneous hand poses 5. Nails: long transparent extension nails with teal-green French tips or accents, featuring small rhinestone sparkle details VII. Color and texture style 1. Primary colors: creamy white background, warm brown hair, beige-apricot knit, brown plaid accents 2. Texture quality: soft focus without muddiness; skin smooth like cream; knit and plaid textures clearly defined 3. Image processing: light skin smoothing and brightening while preserving freckles; overall fresh, clean, and translucent look

{ "portrait_prompt": { "subject": { "description": "Based on <User Portrait>, a young woman with sultry seductive expression, gazing at camera with bedroom eyes and confident allure", "features": { "hair": "Natural flowing texture, slightly tousled, cascading over shoulders", "skin": "Natural clear skin with subtle blush, dewy luminous finish", "makeup": "Soft natural makeup with subtle peachy blush, nude glossy lips slightly parted", "expression": "Sultry seductive gaze, bedroom eyes, lips slightly parted, sensual alluring look, smoldering confident feminine energy, not innocent or melancholic" }, "pose": "Arms crossed over chest holding newspaper against body, hands gripping edges of newspaper, slight body twist, sensual body language" }, "attire": { "creative_element": "English newspaper used as makeshift top, held against chest with both arms crossed, covering torso artistically", "newspaper_details": "Vintage-style English newspaper with visible text columns, slightly crumpled, showing 'Cyber Monday' and financial headlines", "bottom": "High-waisted deep blue denim jeans, classic wash, visible at waist", "exposed_areas": "Bare shoulders, arms, and midriff visible between newspaper and jeans waistband" }, "composition": { "shot_type": "Medium shot, waist up", "focal_length": "85–105mm portrait lens", "aperture": "f/4–5.6, medium depth of field", "camera_angle": "Slightly high angle, camera above eye level looking down", "camera_height": "Above subject eye level", "framing": "Subject center-right, negative space on left, clean minimal composition", "aspect_ratio": "4:5 vertical (magazine cover format)" }, "lighting": { "setup": "Professional studio softbox lighting", "key_light": "Large softbox from front-left at 45 degrees, very soft diffused light", "fill_light": "Subtle fill to lift shadows, maintaining low contrast", "ratio": "Low lighting ratio (soft, even illumination)", "quality": "Extremely soft, no hard shadows, gradual falloff", "skin_rendering": "Smooth transitions, natural skin texture preserved, slight specular highlights" }, "color_palette": { "film_simulation": "PRO Neg Std (NS)", "style": "Fujifilm PRO Neg Std inspired color grading, desaturated muted tones, low contrast, professional studio base, neutral color science", "overall_tone": "Desaturated, grey-shifted, cool neutral", "tones": { "skin": "Natural but slightly cool, not warm", "background": "Pure neutral grey/off-white", "accent": "Deep denim blue as only saturated color", "newspaper": "Warm beige/cream, aged paper texture" }, "grade_notes": [ "Highlight roll-off: very soft, creamy", "Shadow tint: neutral to slightly cool", "Contrast curve: low contrast, flat editorial", "Saturation: significantly reduced, muted palette", "Skin texture preserved, not airbrushed" ] }, "environment": { "setting": "Professional photography studio", "background": "Draped fabric backdrop in muted neutral tones (soft grey, beige, or dusty rose), elegant flowing folds, Renaissance painting inspired, luxurious textile feel", "style": "Minimalist, no props or distractions, subject is sole focus" }, "mood": "Pensive elegance, vulnerable sophistication, editorial high-fashion, artful melancholy, quiet introspection", "style_reference": "High-end fashion magazine editorial, Korean/Japanese minimalist aesthetic", "technical_tags": [ "photorealistic", "studio photography", "fashion editorial", "medium depth of field", "soft studio lighting", "magazine quality", "professional portrait", "desaturated", "muted tones" ], "character_reference": "Based on user-uploaded character reference", "negative_prompt": "Harsh shadows, high contrast, saturated colors, warm orange tones, direct flash, hard lighting, busy background, props, over-processed skin, plastic look, smiling, cheerful expression, casual snapshot quality" } }

{ "prompt_type": "detailed_image_generation", "main_subject": { "description": "A beautiful young woman with pale fair skin and subtle freckles, long voluminous wavy red/auburn hair spread out dramatically across the car hood, delicate features, subtle makeup with natural look, relaxed dramatic expression with eyes partially closed and one hand shielding forehead from sun", "body_type": "slim hourglass figure with long legs, toned yet feminine proportions, smooth flawless skin" }, "pose_and_composition": { "pose": "lying reclined on the hood of a yellow sports car, body stretched out diagonally with legs extended toward front, right arm raised with hand resting on forehead in shielding/dramatic gesture, left arm relaxed by side, head tilted slightly back for sensual and relaxed vibe", "framing": "medium full-body shot from mid-thigh up, low-angle perspective emphasizing the car hood and subject dominance, vertical portrait orientation with car filling lower frame" }, "clothing_and_details": { "swimsuit": "sleek pink high-cut one-piece bodysuit or swimsuit with deep scoop neckline, minimalist design featuring small black 'KEOR' logo text centered on chest (likely Off-White brand), smooth matte fabric clinging to body", "accessories": "small hoop earrings, no other visible jewelry", "overall_style": "minimalist high-fashion swimwear with branded logo, elegant and provocative" }, "setting_and_background": { "background": "outdoor urban parking lot on sunny day, asphalt surface with oil stains, green painted curb and sidewalk, orange and white traffic cone visible in mid-ground, subtle greenery on left", "props": "classic bright yellow Porsche sports car (likely 911 model) with glossy paint, round headlight and Porsche crest emblem on hood clearly visible, subject lying directly on hood", "environment": "casual daytime parking lot, bright and open atmosphere" }, "lighting_and_style": { "lighting": "harsh direct overhead sunlight creating strong highlights and reflections on car paint and skin, deep shadows under body and arm, high contrast with vibrant colors and dramatic mood", "photography_style": "professional fashion editorial photography, high resolution, sharp focus on textures (hair, fabric, car paint), sensual and iconic car culture vibe, realistic with cinematic glamour", "color_palette": "dominant bright yellow from car contrasting pink swimsuit, pale skin tones, neutral grays of asphalt, pops of green and orange" }, "technical_parameters": { "aspect_ratio": "2:3 vertical portrait", "quality_tags": "highly detailed, photorealistic, masterpiece, 8k, sharp focus, realistic hair strands and car reflections, natural sunlight highlights and shadows", "negative_prompt_suggestions": "blurry, deformed, extra limbs, low quality, artifacts, overexposed, harsh unnatural shadows, watermark, text except KEOR logo, cartoon, anime" }, "combined_positive_prompt": "dramatic fashion portrait of a beautiful pale redhead woman with long wavy hair lying sensually on hood of bright yellow classic Porsche 911, wearing minimalist pink high-cut one-piece swimsuit with black 'KEOR' logo, hand shielding forehead from sun, sunny parking lot with traffic cone, harsh natural sunlight and reflections, high fashion editorial photography, highly detailed, photorealistic, iconic and seductive mood, masterpiece" }

{ "prompt_configuration": { "type": "Ultra Photorealistic Portrait", "style": "Cinematic Reality", "resolution": "8K" }, "subject": { "demographics": "Female from the reference photo, athletic build, fit physique, pale complexion", "hair": "Dark brown to black hair, pulled back into a messy high ponytail, loose sweaty strands framing the face", "skin_texture": "Hyper-realistic skin details, intense post-workout sheen, glistening with heavy sweat, visible pores, slight flush on cheeks", "facial_expression": "Exhaling slightly, mouth slightly open in a 'phew' expression, focused gaze, tired but accomplished" }, "apparel": { "outfit_style": "Monochromatic pastel pink gym set, athleisure", "top": "Tight cropped pink camisole/tank top with spaghetti straps, rolled up slightly", "bottoms": "Loose-fitting pink sweatpants with visible drawstring and elastic waistband, soft cotton texture", "accessories": "Thin silver necklace" }, "pose_and_action": { "perspective": "Three-quarter side profile view facing left", "action": "Body checking in a gym mirror, left hand pressing against the mirror surface, right hand lifting the hem of the shirt to reveal defined abdominal muscles (six-pack)", "reflection": "Partial reflection of the arm visible in the mirror on the left edge" }, "environment": { "location": "Commercial gym interior", "background_elements": "Blurred gym equipment, weight racks, cable machines, dumbbells, other gym-goers faintly visible in the distance", "flooring": "Black speckled rubber gym flooring" }, "lighting_and_atmosphere": { "lighting_type": "Overhead artificial gym lighting", "quality": "Warm tungsten tones, creating strong specular highlights on the sweaty skin and hair", "mood": "Intense, raw, fitness-focused, candid moment" }, "technical_specifications": { "camera": "DSLR, 85mm portrait lens", "aperture": "f/2.8", "focus": "Sharp focus on subject's face and abs, creamy bokeh background", "render_details": "Unreal Engine 5, Octane Render, ray tracing, subsurface scattering on skin, volumetric lighting" } }